Hands - On Machine Learning with Scikit - Learn and PyTorch 1st edition by Géron

Hands-On Machine Learning with Scikit-Learn and PyTorch, 1st Edition by Aurélien Géron is a practical guide for students and developers learning modern machine learning workflows in Python. The text moves from core concepts such as classification, regression, model evaluation, and feature engineering to neural networks and deep learning with PyTorch. Clear explanations, code-focused examples, and project-style chapters help readers connect theory with implementation. Published by O’Reilly, this edition is well suited for courses, self-study, and professional upskilling in data science, artificial intelligence, and applied machine learning.